{"id":"W6887762968","doi":"10.17605/osf.io/v8cf6","title":"The ROSie (Research, Outreach and Study) Project","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Cognition; Quality (philosophy); Pandemic; Social cognitive theory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02609417,0.0006119533,0.0006988395,0.001365679,0.005753178,0.006061882,0.003174822,0.00238548,0.06550701],"category_scores_gemma":[0.02848257,0.0004552794,0.000565859,0.001396368,0.002991446,0.003689684,0.01374668,0.002553994,0.01838382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01079706,"about_ca_system_score_gemma":0.04419949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0831947,"about_ca_topic_score_gemma":0.1389873,"domain_scores_codex":[0.9891164,0.00738116,0.0002046557,0.0008001865,0.0009784652,0.001519138],"domain_scores_gemma":[0.9742778,0.008017079,0.0008161635,0.002802675,0.003024958,0.01106135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001094035,0.0009842115,0.00665568,0.001792239,0.00006767154,0.0004622716,0.02818423,0.000220578,0.0009747253,0.16429,0.5099934,0.2852809],"study_design_scores_gemma":[0.0001448424,0.000134084,0.004680236,0.0007708292,0.00001846832,0.00008550437,0.009560815,0.000109691,0.0003277661,0.00842712,0.97572,0.000020647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04697232,0.006683882,0.0372314,0.09433152,0.003532076,0.01619543,0.03670168,0.006026321,0.7523254],"genre_scores_gemma":[0.2182299,0.006311213,0.1184808,0.0271361,0.0004973701,0.0430359,0.01797367,0.003392743,0.5649423],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0831947,"threshold_uncertainty_score":0.2191428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1966182441667215,"score_gpt":0.5185675979026851,"score_spread":0.3219493537359636,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}